Head to head · Editorial, not sponsored
LangGraph vs CrewAI (2026): Which should you pick?
Short answer
Pick LangGraph if you need stateful agents with durable execution and human-in-the-loop steps, and you can code.
Pick CrewAI if you want multi-agent workflows for business processes and a free hosted Basic plan.
Based only on the facts below: Pricing from www.langchain.com, checked 2026-11-03. Pricing from www.crewai.com, checked 2026-11-03. No scores and no hands-on testing (methodology).
Pricing at a glance
Open sourceLangGraph
Framework open source; LangSmith Developer $0/seat, Plus $39/seat + pay-as-you-go; Enterprise custom.
Official pricing page · checked 2026-11-03
Free tierCrewAI
Basic: Free; Enterprise: custom (per pricing page).
Official pricing page · checked 2026-11-03
Feature checklist
From each tool's pricing page and listed use cases. "Not listed" means it is not among the use cases we list for that tool, not that it cannot do it.
| Feature | LangGraph | CrewAI |
|---|---|---|
| Pricing | ||
| Free tier or open-source option | Yes | Yes |
| Open source | Yes | Not listed |
| Free trial mentioned | Not listed | Not listed |
| Listed under | ||
| Agents | Yes | Yes |
| Listed use cases | ||
| build stateful AI agents | Yes | Not listed |
| human-in-the-loop workflows | Yes | Not listed |
| durable agent execution | Yes | Not listed |
| multi-agent workflows | Not listed | Yes |
| automate business processes with agents | Not listed | Yes |
Best for and skip if
LangGraph
Best for
- build stateful AI agents
- human-in-the-loop workflows
- durable agent execution
Skip if this matters to you
- Requires coding
- Platform pricing is usage-based
From official docs and the pricing page, checked 2026-11-03.
CrewAI
Best for
- multi-agent workflows
- automate business processes with agents
Skip if this matters to you
- Enterprise pricing not published
- Multi-agent setups can be complex to debug
From official docs and the pricing page, checked 2026-11-03.
LangGraph vs CrewAI: FAQ
Should I use LangGraph or CrewAI?
Pick LangGraph if you need stateful agents with durable execution and human-in-the-loop steps, and you can code. Pick CrewAI if you want multi-agent workflows for business processes and a free hosted Basic plan. Based on the official pricing pages and docs listed on this page, checked 2026-11-03.
Is LangGraph free?
It has an open-source option. Framework open source; LangSmith Developer $0/seat, Plus $39/seat + pay-as-you-go; Enterprise custom. (official pricing page, checked 2026-11-03)
Is CrewAI free?
Yes, it lists a free way to start. Basic: Free; Enterprise: custom (per pricing page). (official pricing page, checked 2026-11-03)
How much do LangGraph and CrewAI cost?
LangGraph: Framework open source; LangSmith Developer $0/seat, Plus $39/seat + pay-as-you-go; Enterprise custom. CrewAI: Basic: Free; Enterprise: custom (per pricing page). (official pricing pages, checked 2026-11-03).
What is the difference between LangGraph and CrewAI?
LangGraph is listed for: build stateful AI agents; human-in-the-loop workflows; durable agent execution. CrewAI is listed for: multi-agent workflows; automate business processes with agents.
Did you test LangGraph and CrewAI?
No. Verdicts are based on each vendor's public docs and pricing pages, not hands-on testing, unless a page says otherwise.